Random Forest Nowcast and Forecast

Boosted Trees Nowcast and Forecast

Maxnet Trees Nowcast and Forecast

GAM Nowcast and Forecast

GLM Nowcast and Forecast

Metrics

Metrics by model type
model_type roc_auc tss_max
rf 0.9683727 0.8220893
bt 0.8794450 0.6493852
maxnet 0.8590617 0.5852997
gam 0.8474576 0.5537831
glm 0.8054171 0.4924117

Variable Importance